B2MML is an XML implementation of the ANSI/ISA-95, Enterprise-Control System Integration, family of standards (ISA-95), known internationally as IEC/ISO 62264. B2MML consists of a set of XML schemas written using the World Wide Web Consortium's XML Schema language (XSD) that implement the data models in the ISA-95 standard.
Provide a DTDL v2 implementation of the ISA-95 ontology
A JSON Schema implementation of the ANSI/ISA-95 and ANSI/ISA-88 standards.
A C# .NET class library containing an implementation of the MESA International standards B2MML and BatchML.
UNS-native, cybersecurity-aware multi-agent reference architecture for U.S. small-to-mid manufacturers. Industrial agentic intelligence aligned with ISA-95, NIST AI RMF, and CMMC L2.
A 3D software-based cyber-physical twin simulation system of the 6-Axis Robotic Arm in OT environment utilizing Python, wxPython, OpenGL follows the ISA-95 (IEC/ISO 62264) standard and provide the OPC-UA control interface with the object auto search and grab function.
A Java package containing an implementation of the MESA International standards B2MML and BatchML.
Go structs for the MESA International standards B2MML and BatchML. Ported from the C# B2MML.NET Library
The system of record for the experiment
🏭 MQTT-based UNS simulator for sheet metal fabrication — 22 machines, 3 sites, ISA-95, PackML. Plug into UMH Core Stack for instant demo data.
Curated tools, standards, frameworks, and repos for manufacturing IT/OT practitioners
Reference architecture for enterprise Industrial AI: data backbone, UNS, ISA-95, IEC 62443, and agent fabric patterns across manufacturing, utilities, and critical infrastructure.
Real-time OEE dashboard for ISA-95 manufacturing: Kafka + PyFlink + TimescaleDB + Apache Iceberg. One-command local deploy.
Modern Ampla‑to‑B2MML (v0600) transformer with CLI, API, and full test suite.
Unified Namespace IIoT platform (ISA-95 L0-L4). Two layers: edge-ML condition monitoring (NASA IMS bearings, FFT + Isolation Forest on Raspberry Pi) and an Energy Intelligence Layer (SENTRON Modbus emulator, Sparkplug B, TimescaleDB, Grafana, harmonic-aware PFC monitoring). Stack: Node-RED, HiveMQ, Ignition, AWS IoT.
Open-source Business Data Dictionary in SQLite — 3,051 standardized data items across 12 business categories, aggregated and cross-referenced from 9 public/open standards
Read-only Ignition runtime foundation for brownfield manufacturing observability, topology-driven provisioning, and governed reconciliation (Public Technical Evidence Repository)
Modern Ampla‑to‑B2MML (v0400) transformer with CLI, API, and full test suite.
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